Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -18,37 +18,24 @@ def heading_title_check(paragraphs, required_headings):
|
|
| 18 |
return all_headings_present, headings_found
|
| 19 |
|
| 20 |
def acronym_check(paragraphs):
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
for paragraph in paragraphs: # Use paragraphs here
|
| 28 |
-
# Check for defined acronyms
|
| 29 |
defined_matches = defined_pattern.findall(paragraph)
|
| 30 |
for full_term, acronym in defined_matches:
|
| 31 |
-
defined_acronyms.add(acronym)
|
| 32 |
|
| 33 |
-
# Check for usage of acronyms
|
| 34 |
usage_matches = acronym_pattern.findall(paragraph)
|
| 35 |
for acronym in usage_matches:
|
| 36 |
if acronym not in defined_acronyms:
|
| 37 |
-
undefined_acronyms.add(acronym)
|
| 38 |
|
| 39 |
return len(undefined_acronyms) == 0, undefined_acronyms
|
| 40 |
|
| 41 |
-
|
| 42 |
def legal_check(paragraphs):
|
| 43 |
-
"""Check for correct legal references in the document and suggest corrections.
|
| 44 |
-
|
| 45 |
-
Args:
|
| 46 |
-
doc (list): List of paragraphs/strings to check
|
| 47 |
-
|
| 48 |
-
Returns:
|
| 49 |
-
tuple: (bool, list) - (True if no errors found, list of (incorrect, correct) terms)
|
| 50 |
-
"""
|
| 51 |
-
# Mapping of incorrect terms to their correct versions
|
| 52 |
incorrect_variations = {
|
| 53 |
r"\bUSC\b": "U.S.C.",
|
| 54 |
r"\bCFR Part\b": "CFR part",
|
|
@@ -59,28 +46,21 @@ def legal_check(paragraphs):
|
|
| 59 |
r"\bshall\b": "must or will",
|
| 60 |
r"\b&\b": "and"
|
| 61 |
}
|
| 62 |
-
|
| 63 |
-
# List to store tuples of incorrect terms and their correct versions
|
| 64 |
incorrect_legal_references = []
|
| 65 |
|
| 66 |
for paragraph in paragraphs:
|
| 67 |
-
# Special handling for "Title 14" / "title 14"
|
| 68 |
title_14_pattern = r"(?P<prefix>^|[.!?\s])\s*(?P<title>title 14|Title 14)\b"
|
| 69 |
matches = re.finditer(title_14_pattern, paragraph)
|
| 70 |
|
| 71 |
for match in matches:
|
| 72 |
prefix = match.group('prefix')
|
| 73 |
current_title = match.group('title')
|
| 74 |
-
|
| 75 |
-
# If it follows a sentence-ending punctuation or is at start, it should be "Title 14"
|
| 76 |
if prefix in ('.', '!', '?', '') and current_title.lower() == "title 14":
|
| 77 |
if current_title != "Title 14":
|
| 78 |
incorrect_legal_references.append((current_title, "Title 14"))
|
| 79 |
-
# If it's within a sentence, it should be "title 14"
|
| 80 |
elif prefix.isspace() and current_title != "title 14":
|
| 81 |
incorrect_legal_references.append((current_title, "title 14"))
|
| 82 |
|
| 83 |
-
# Check other variations
|
| 84 |
for incorrect_pattern, correct_term in incorrect_variations.items():
|
| 85 |
matches = re.finditer(incorrect_pattern, paragraph)
|
| 86 |
for match in matches:
|
|
@@ -89,15 +69,9 @@ def legal_check(paragraphs):
|
|
| 89 |
return len(incorrect_legal_references) == 0, incorrect_legal_references
|
| 90 |
|
| 91 |
def table_caption_check(paragraphs, doc_type):
|
| 92 |
-
"""
|
| 93 |
-
Check for correctly formatted table captions in the document.
|
| 94 |
-
Supports both numeric (Table 1-2) and alphanumeric (Table C-1) formats.
|
| 95 |
-
"""
|
| 96 |
if doc_type in ["Advisory Circular", "Order"]:
|
| 97 |
-
# Pattern for "Table X-Y" where X and Y can be either letters or numbers
|
| 98 |
table_caption_pattern = re.compile(r'^Table\s+([A-Z0-9]+)-([A-Z0-9]+)[\.\s]', re.IGNORECASE)
|
| 99 |
else:
|
| 100 |
-
# Pattern for "Table X" where X can be either letters or numbers
|
| 101 |
table_caption_pattern = re.compile(r'^Table\s+([A-Z0-9]+)[\.\s]', re.IGNORECASE)
|
| 102 |
|
| 103 |
incorrect_captions = []
|
|
@@ -111,15 +85,9 @@ def table_caption_check(paragraphs, doc_type):
|
|
| 111 |
return len(incorrect_captions) == 0, incorrect_captions
|
| 112 |
|
| 113 |
def figure_caption_check(paragraphs, doc_type):
|
| 114 |
-
"""
|
| 115 |
-
Check for correctly formatted figure captions in the document.
|
| 116 |
-
Supports both numeric (Figure 1-2) and alphanumeric (Figure C-1) formats.
|
| 117 |
-
"""
|
| 118 |
if doc_type in ["Advisory Circular", "Order"]:
|
| 119 |
-
# Pattern for "Figure X-Y" where X and Y can be either letters or numbers
|
| 120 |
figure_caption_pattern = re.compile(r'^Figure\s+([A-Z0-9]+)-([A-Z0-9]+)[\.\s]', re.IGNORECASE)
|
| 121 |
else:
|
| 122 |
-
# Pattern for "Figure X" where X can be either letters or numbers
|
| 123 |
figure_caption_pattern = re.compile(r'^Figure\s+([A-Z0-9]+)[\.\s]', re.IGNORECASE)
|
| 124 |
|
| 125 |
incorrect_fig_captions = []
|
|
@@ -132,283 +100,58 @@ def figure_caption_check(paragraphs, doc_type):
|
|
| 132 |
return len(incorrect_fig_captions) == 0, incorrect_fig_captions
|
| 133 |
|
| 134 |
def table_figure_reference_check(paragraphs, doc_type):
|
| 135 |
-
"""Check for incorrect references to tables and figures in the document."""
|
| 136 |
incorrect_table_figure_references = []
|
| 137 |
|
| 138 |
if doc_type in ["Advisory Circular", "Order"]:
|
| 139 |
-
# For Advisory Circulars and Orders, correct references are "Table X-Y" or "Figure X-Y"
|
| 140 |
incorrect_table_ref_pattern = re.compile(r'\bTable\s+\d+(?!-\d+)\b', re.IGNORECASE)
|
| 141 |
incorrect_figure_ref_pattern = re.compile(r'\bFigure\s+\d+(?!-\d+)\b', re.IGNORECASE)
|
| 142 |
else:
|
| 143 |
-
# For other document types, correct references are "Table X" or "Figure X"
|
| 144 |
incorrect_table_ref_pattern = re.compile(r'\bTable\s+\d+(-\d+)?\b', re.IGNORECASE)
|
| 145 |
incorrect_figure_ref_pattern = re.compile(r'\bFigure\s+\d+(-\d+)?\b', re.IGNORECASE)
|
| 146 |
|
| 147 |
for paragraph in paragraphs:
|
| 148 |
paragraph_strip = paragraph.strip()
|
| 149 |
-
# Exclude captions
|
| 150 |
starts_with_table_or_figure = paragraph_strip.lower().startswith('table') or paragraph_strip.lower().startswith('figure')
|
| 151 |
if not starts_with_table_or_figure:
|
| 152 |
-
# Find incorrect table references
|
| 153 |
incorrect_tables = incorrect_table_ref_pattern.findall(paragraph)
|
| 154 |
if incorrect_tables:
|
| 155 |
incorrect_table_figure_references.extend(incorrect_tables)
|
| 156 |
-
# Find incorrect figure references
|
| 157 |
incorrect_figures = incorrect_figure_ref_pattern.findall(paragraph)
|
| 158 |
if incorrect_figures:
|
| 159 |
incorrect_table_figure_references.extend(incorrect_figures)
|
| 160 |
|
| 161 |
-
# Return False if any incorrect references are found
|
| 162 |
return len(incorrect_table_figure_references) == 0, incorrect_table_figure_references
|
| 163 |
|
| 164 |
-
def document_title_check(doc_path, doc_type):
|
| 165 |
-
incorrect_titles = []
|
| 166 |
-
doc = Document(doc_path)
|
| 167 |
-
|
| 168 |
-
# Updated pattern to capture titles correctly
|
| 169 |
-
ac_pattern = re.compile(r'AC\s+\d+(?:-\d+)?(?:,|\s)+(.+?)(?=\.|,|$)')
|
| 170 |
-
|
| 171 |
-
# Define formatting rules for different document types
|
| 172 |
-
formatting_rules = {
|
| 173 |
-
"Advisory Circular": {"italics": True, "quotes": False},
|
| 174 |
-
"Airworthiness Criteria": {"italics": False, "quotes": True},
|
| 175 |
-
"Deviation Memo": {"italics": False, "quotes": True},
|
| 176 |
-
"Exemption": {"italics": False, "quotes": True},
|
| 177 |
-
"Federal Register Notice": {"italics": False, "quotes": True},
|
| 178 |
-
"Handbook/Manual": {"italics": False, "quotes": False},
|
| 179 |
-
"Order": {"italics": False, "quotes": True},
|
| 180 |
-
"Policy Statement": {"italics": False, "quotes": False},
|
| 181 |
-
"Rule": {"italics": False, "quotes": True},
|
| 182 |
-
"Special Condition": {"italics": False, "quotes": True},
|
| 183 |
-
"Technical Standard Order": {"italics": False, "quotes": True},
|
| 184 |
-
"Other": {"italics": False, "quotes": False}
|
| 185 |
-
}
|
| 186 |
-
|
| 187 |
-
# Get the rules for the current document type
|
| 188 |
-
if doc_type not in formatting_rules:
|
| 189 |
-
raise ValueError(f"Unsupported document type: {doc_type}")
|
| 190 |
-
|
| 191 |
-
required_format = formatting_rules[doc_type]
|
| 192 |
-
|
| 193 |
-
for paragraph in doc.paragraphs:
|
| 194 |
-
text = paragraph.text
|
| 195 |
-
matches = ac_pattern.finditer(text)
|
| 196 |
-
|
| 197 |
-
for match in matches:
|
| 198 |
-
full_match = match.group(0)
|
| 199 |
-
title_text = match.group(1).strip()
|
| 200 |
-
|
| 201 |
-
# Get the position where the title starts
|
| 202 |
-
title_start = match.start(1)
|
| 203 |
-
|
| 204 |
-
# Check for any type of quotation marks, including smart quotes
|
| 205 |
-
title_in_quotes = any(q in title_text for q in ['"', "'", '"', '"', ''', '''])
|
| 206 |
-
|
| 207 |
-
# Check the formatting of the title
|
| 208 |
-
title_is_italicized = False
|
| 209 |
-
current_pos = 0
|
| 210 |
-
for run in paragraph.runs:
|
| 211 |
-
run_length = len(run.text)
|
| 212 |
-
if current_pos <= title_start < current_pos + run_length:
|
| 213 |
-
relative_pos = title_start - current_pos
|
| 214 |
-
title_is_italicized = run.italic
|
| 215 |
-
break
|
| 216 |
-
current_pos += run_length
|
| 217 |
-
|
| 218 |
-
# Check if formatting matches the required format
|
| 219 |
-
formatting_incorrect = False
|
| 220 |
-
issue_message = []
|
| 221 |
-
|
| 222 |
-
# Check italics requirement
|
| 223 |
-
if required_format["italics"] and not title_is_italicized:
|
| 224 |
-
formatting_incorrect = True
|
| 225 |
-
issue_message.append("should be italicized")
|
| 226 |
-
elif not required_format["italics"] and title_is_italicized:
|
| 227 |
-
formatting_incorrect = True
|
| 228 |
-
issue_message.append("should not be italicized")
|
| 229 |
-
|
| 230 |
-
# Check quotes requirement
|
| 231 |
-
if required_format["quotes"] and not title_in_quotes:
|
| 232 |
-
formatting_incorrect = True
|
| 233 |
-
issue_message.append("should be in quotes")
|
| 234 |
-
elif not required_format["quotes"] and title_in_quotes:
|
| 235 |
-
formatting_incorrect = True
|
| 236 |
-
issue_message.append("should not be in quotes")
|
| 237 |
-
|
| 238 |
-
if formatting_incorrect:
|
| 239 |
-
incorrect_titles.append({
|
| 240 |
-
'text': full_match,
|
| 241 |
-
'issue': ', '.join(issue_message)
|
| 242 |
-
})
|
| 243 |
-
|
| 244 |
-
return len(incorrect_titles) == 0, incorrect_titles
|
| 245 |
-
|
| 246 |
-
def get_document_checks(doc_type, template_type):
|
| 247 |
-
"""Return expected outline and required headings based on document type and template type."""
|
| 248 |
-
document_checks = {
|
| 249 |
-
"Advisory Circular": {
|
| 250 |
-
"Short AC template AC": {
|
| 251 |
-
"required_headings": [
|
| 252 |
-
"PURPOSE.",
|
| 253 |
-
"APPLICABILITY.",
|
| 254 |
-
"CANCELLATION.",
|
| 255 |
-
"RELATED MATERIAL.",
|
| 256 |
-
"DEFINITION OF KEY TERMS."
|
| 257 |
-
]
|
| 258 |
-
},
|
| 259 |
-
"Long AC template AC": {
|
| 260 |
-
"required_headings": [
|
| 261 |
-
"Purpose.",
|
| 262 |
-
"Applicability.",
|
| 263 |
-
"Cancellation.",
|
| 264 |
-
"Related Material.",
|
| 265 |
-
"Definition of Key Terms."
|
| 266 |
-
]
|
| 267 |
-
}
|
| 268 |
-
},
|
| 269 |
-
"Airworthiness Criteria": {
|
| 270 |
-
"required_headings": [
|
| 271 |
-
"TBD - Need to research"
|
| 272 |
-
]
|
| 273 |
-
},
|
| 274 |
-
"Deviation Memo": {
|
| 275 |
-
"required_headings": [
|
| 276 |
-
"TBD - Need to research"
|
| 277 |
-
]
|
| 278 |
-
},
|
| 279 |
-
"Exemption": {
|
| 280 |
-
"required_headings": [
|
| 281 |
-
"TBD - Need to research"
|
| 282 |
-
]
|
| 283 |
-
},
|
| 284 |
-
"Federal Register Notice": {
|
| 285 |
-
"required_headings": [
|
| 286 |
-
"Purpose of This Notice",
|
| 287 |
-
"Audience",
|
| 288 |
-
"Where can I Find This Notice"
|
| 289 |
-
]
|
| 290 |
-
},
|
| 291 |
-
"Handbook/Manual": {
|
| 292 |
-
"required_headings": [
|
| 293 |
-
"TBD - Need to research"
|
| 294 |
-
]
|
| 295 |
-
},
|
| 296 |
-
"Order": {
|
| 297 |
-
"required_headings": [
|
| 298 |
-
"Purpose of This Order.",
|
| 299 |
-
"Audience.",
|
| 300 |
-
"Where to Find This Order."
|
| 301 |
-
]
|
| 302 |
-
},
|
| 303 |
-
"Policy Statement": {
|
| 304 |
-
"required_headings": [
|
| 305 |
-
"SUMMARY",
|
| 306 |
-
"CURRENT REGULATORY AND ADVISORY MATERIAL",
|
| 307 |
-
"RELEVANT PAST PRACTICE",
|
| 308 |
-
"POLICY",
|
| 309 |
-
"EFFECT OF POLICY",
|
| 310 |
-
"CONCLUSION"
|
| 311 |
-
]
|
| 312 |
-
},
|
| 313 |
-
"Rule": {
|
| 314 |
-
"required_headings": [
|
| 315 |
-
"TBD - Need to research"
|
| 316 |
-
]
|
| 317 |
-
},
|
| 318 |
-
"Special Condition": {
|
| 319 |
-
"required_headings": [
|
| 320 |
-
"TBD - Need to research"
|
| 321 |
-
]
|
| 322 |
-
},
|
| 323 |
-
"Technical Standard Order": {
|
| 324 |
-
"required_headings": [
|
| 325 |
-
"PURPOSE.",
|
| 326 |
-
"APPLICABILITY.",
|
| 327 |
-
"REQUIREMENTS.",
|
| 328 |
-
"MARKING.",
|
| 329 |
-
"APPLICATION DATA REQUIREMENTS.",
|
| 330 |
-
"MANUFACTURER DATA REQUIREMENTS.",
|
| 331 |
-
"FURNISHED DATA REQUIREMENTS.",
|
| 332 |
-
"HOW TO GET REFERENCED DOCUMENTS."
|
| 333 |
-
]
|
| 334 |
-
},
|
| 335 |
-
"Other": {
|
| 336 |
-
"required_headings": [
|
| 337 |
-
"N/A"
|
| 338 |
-
]
|
| 339 |
-
}
|
| 340 |
-
}
|
| 341 |
-
|
| 342 |
-
# Add debugging logs
|
| 343 |
-
logger = logging.getLogger(__name__)
|
| 344 |
-
logger.info(f"Requested document type: {doc_type}")
|
| 345 |
-
logger.info(f"Requested template type: {template_type}")
|
| 346 |
-
|
| 347 |
-
if doc_type == "Advisory Circular":
|
| 348 |
-
checks = document_checks.get(doc_type, {}).get(template_type, {})
|
| 349 |
-
else:
|
| 350 |
-
checks = document_checks.get(doc_type, {})
|
| 351 |
-
|
| 352 |
-
logger.info(f"Retrieved checks: {checks}")
|
| 353 |
-
return checks
|
| 354 |
-
|
| 355 |
def double_period_check(paragraphs):
|
| 356 |
-
"""Check for sentences that end with two periods."""
|
| 357 |
incorrect_sentences = []
|
| 358 |
|
| 359 |
for paragraph in paragraphs:
|
| 360 |
-
# Split the paragraph into sentences based on common sentence-ending punctuation
|
| 361 |
sentences = re.split(r'(?<=[.!?]) +', paragraph)
|
| 362 |
for sentence in sentences:
|
| 363 |
if sentence.endswith('..'):
|
| 364 |
-
incorrect_sentences.append(sentence.strip())
|
| 365 |
|
| 366 |
-
return len(incorrect_sentences) == 0, incorrect_sentences
|
| 367 |
|
| 368 |
def spacing_check(paragraphs):
|
| 369 |
-
"""
|
| 370 |
-
Check for correct spacing in US federal regulatory documents.
|
| 371 |
-
Checks for:
|
| 372 |
-
- Spacing between document type and number (e.g., "AC 20-114")
|
| 373 |
-
- Spacing around section symbols (e.g., "§ 25.301")
|
| 374 |
-
- Spacing around part numbers (e.g., "Part 25")
|
| 375 |
-
- Spacing around paragraph indications (e.g., "(a)", "(1)")
|
| 376 |
-
- Double spaces between words
|
| 377 |
-
"""
|
| 378 |
incorrect_spacing = []
|
| 379 |
-
|
| 380 |
-
# Regex patterns to find incorrect spacing
|
| 381 |
doc_type_pattern = re.compile(r'(?<!\s)(AC|AD|CFR|FAA|N|SFAR)(\d+[-]?\d*)', re.IGNORECASE)
|
| 382 |
section_symbol_pattern = re.compile(r'(?<!\s)(§|§§)(\d+\.\d+)', re.IGNORECASE)
|
| 383 |
part_number_pattern = re.compile(r'(?<!\s)Part(\d+)', re.IGNORECASE)
|
| 384 |
paragraph_pattern = re.compile(r'(?<!\s)(\([a-z](?!\))|\([1-9](?!\)))', re.IGNORECASE)
|
| 385 |
double_space_pattern = re.compile(r'\s{2,}')
|
| 386 |
|
| 387 |
-
for paragraph in
|
| 388 |
-
|
| 389 |
-
|
| 390 |
-
|
| 391 |
-
|
| 392 |
-
|
| 393 |
-
if section_symbol_pattern.search(paragraph):
|
| 394 |
-
incorrect_spacing.append(paragraph)
|
| 395 |
-
|
| 396 |
-
# Check for incorrect part number spacing
|
| 397 |
-
if part_number_pattern.search(paragraph):
|
| 398 |
-
incorrect_spacing.append(paragraph)
|
| 399 |
-
|
| 400 |
-
# Check for incorrect paragraph indication spacing
|
| 401 |
-
if paragraph_pattern.search(paragraph):
|
| 402 |
-
incorrect_spacing.append(paragraph)
|
| 403 |
-
|
| 404 |
-
# Check for double spaces
|
| 405 |
-
if double_space_pattern.search(paragraph):
|
| 406 |
incorrect_spacing.append(paragraph)
|
| 407 |
|
| 408 |
return len(incorrect_spacing) == 0, incorrect_spacing
|
| 409 |
|
| 410 |
def check_prohibited_phrases(paragraphs):
|
| 411 |
-
"""Check for prohibited words or phrases."""
|
| 412 |
prohibited_phrases = [
|
| 413 |
r'\babove\b',
|
| 414 |
r'\bbelow\b',
|
|
@@ -474,64 +217,39 @@ def check_placeholders(paragraphs):
|
|
| 474 |
return issues
|
| 475 |
|
| 476 |
def process_document(file_obj, doc_type, template_type):
|
| 477 |
-
"""Process the document and perform checks."""
|
| 478 |
try:
|
| 479 |
-
# Read the Word document
|
| 480 |
doc = Document(file_obj)
|
| 481 |
-
print("Document read successfully.")
|
| 482 |
-
|
| 483 |
-
# Extract text from each paragraph to make it iterable
|
| 484 |
paragraphs = [para.text for para in doc.paragraphs]
|
| 485 |
-
|
| 486 |
-
# Get required headings based on document type
|
| 487 |
required_headings = get_document_checks(doc_type, template_type).get("required_headings", [])
|
| 488 |
|
| 489 |
-
#
|
| 490 |
heading_valid, headings_found = heading_title_check(paragraphs, required_headings)
|
| 491 |
acronyms_valid, undefined_acronyms = acronym_check(paragraphs)
|
| 492 |
legal_valid, incorrect_legal_references = legal_check(paragraphs)
|
| 493 |
table_valid, incorrect_captions = table_caption_check(paragraphs, doc_type)
|
| 494 |
figure_valid, incorrect_fig_captions = figure_caption_check(paragraphs, doc_type)
|
| 495 |
references_valid, incorrect_table_figure_references = table_figure_reference_check(paragraphs, doc_type)
|
| 496 |
-
title_style_valid, incorrect_titles = document_title_check(file_obj, doc_type)
|
| 497 |
double_period_valid, incorrect_sentences = double_period_check(paragraphs)
|
| 498 |
spacing_valid, incorrect_spacing = spacing_check(paragraphs)
|
| 499 |
-
|
| 500 |
-
|
| 501 |
-
|
| 502 |
-
|
| 503 |
-
# Format results
|
| 504 |
results = format_results_for_gradio(
|
| 505 |
-
heading_valid=heading_valid,
|
| 506 |
-
|
| 507 |
-
|
| 508 |
-
|
| 509 |
-
|
| 510 |
-
|
| 511 |
-
|
| 512 |
-
|
| 513 |
-
|
| 514 |
-
|
| 515 |
-
references_valid=references_valid,
|
| 516 |
-
incorrect_table_figure_references=incorrect_table_figure_references,
|
| 517 |
-
title_style_valid=title_style_valid,
|
| 518 |
-
incorrect_titles=incorrect_titles,
|
| 519 |
-
required_headings=required_headings,
|
| 520 |
-
doc_type=doc_type,
|
| 521 |
-
double_period_valid=double_period_valid,
|
| 522 |
-
incorrect_sentences=incorrect_sentences,
|
| 523 |
-
spacing_valid=spacing_valid,
|
| 524 |
-
incorrect_spacing=incorrect_spacing,
|
| 525 |
-
abbreviation_issues=abbreviation_issues,
|
| 526 |
-
date_issues=date_issues,
|
| 527 |
-
placeholder_issues=placeholder_issues
|
| 528 |
)
|
| 529 |
-
|
| 530 |
return results
|
| 531 |
-
|
| 532 |
except Exception as e:
|
| 533 |
print(f"Error in process_document: {str(e)}")
|
| 534 |
-
|
| 535 |
|
| 536 |
def get_document_checks(doc_type, template_type):
|
| 537 |
"""Return the required headings and other checks based on document type."""
|
|
|
|
| 18 |
return all_headings_present, headings_found
|
| 19 |
|
| 20 |
def acronym_check(paragraphs):
|
| 21 |
+
defined_acronyms = set()
|
| 22 |
+
undefined_acronyms = set()
|
| 23 |
+
acronym_pattern = re.compile(r'(\b[A-Z]{2,}\b)')
|
| 24 |
+
defined_pattern = re.compile(r'(\b\w+\b) \((\b[A-Z]{2,}\b)\)')
|
| 25 |
+
|
| 26 |
+
for paragraph in paragraphs:
|
|
|
|
|
|
|
| 27 |
defined_matches = defined_pattern.findall(paragraph)
|
| 28 |
for full_term, acronym in defined_matches:
|
| 29 |
+
defined_acronyms.add(acronym)
|
| 30 |
|
|
|
|
| 31 |
usage_matches = acronym_pattern.findall(paragraph)
|
| 32 |
for acronym in usage_matches:
|
| 33 |
if acronym not in defined_acronyms:
|
| 34 |
+
undefined_acronyms.add(acronym)
|
| 35 |
|
| 36 |
return len(undefined_acronyms) == 0, undefined_acronyms
|
| 37 |
|
|
|
|
| 38 |
def legal_check(paragraphs):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 39 |
incorrect_variations = {
|
| 40 |
r"\bUSC\b": "U.S.C.",
|
| 41 |
r"\bCFR Part\b": "CFR part",
|
|
|
|
| 46 |
r"\bshall\b": "must or will",
|
| 47 |
r"\b&\b": "and"
|
| 48 |
}
|
|
|
|
|
|
|
| 49 |
incorrect_legal_references = []
|
| 50 |
|
| 51 |
for paragraph in paragraphs:
|
|
|
|
| 52 |
title_14_pattern = r"(?P<prefix>^|[.!?\s])\s*(?P<title>title 14|Title 14)\b"
|
| 53 |
matches = re.finditer(title_14_pattern, paragraph)
|
| 54 |
|
| 55 |
for match in matches:
|
| 56 |
prefix = match.group('prefix')
|
| 57 |
current_title = match.group('title')
|
|
|
|
|
|
|
| 58 |
if prefix in ('.', '!', '?', '') and current_title.lower() == "title 14":
|
| 59 |
if current_title != "Title 14":
|
| 60 |
incorrect_legal_references.append((current_title, "Title 14"))
|
|
|
|
| 61 |
elif prefix.isspace() and current_title != "title 14":
|
| 62 |
incorrect_legal_references.append((current_title, "title 14"))
|
| 63 |
|
|
|
|
| 64 |
for incorrect_pattern, correct_term in incorrect_variations.items():
|
| 65 |
matches = re.finditer(incorrect_pattern, paragraph)
|
| 66 |
for match in matches:
|
|
|
|
| 69 |
return len(incorrect_legal_references) == 0, incorrect_legal_references
|
| 70 |
|
| 71 |
def table_caption_check(paragraphs, doc_type):
|
|
|
|
|
|
|
|
|
|
|
|
|
| 72 |
if doc_type in ["Advisory Circular", "Order"]:
|
|
|
|
| 73 |
table_caption_pattern = re.compile(r'^Table\s+([A-Z0-9]+)-([A-Z0-9]+)[\.\s]', re.IGNORECASE)
|
| 74 |
else:
|
|
|
|
| 75 |
table_caption_pattern = re.compile(r'^Table\s+([A-Z0-9]+)[\.\s]', re.IGNORECASE)
|
| 76 |
|
| 77 |
incorrect_captions = []
|
|
|
|
| 85 |
return len(incorrect_captions) == 0, incorrect_captions
|
| 86 |
|
| 87 |
def figure_caption_check(paragraphs, doc_type):
|
|
|
|
|
|
|
|
|
|
|
|
|
| 88 |
if doc_type in ["Advisory Circular", "Order"]:
|
|
|
|
| 89 |
figure_caption_pattern = re.compile(r'^Figure\s+([A-Z0-9]+)-([A-Z0-9]+)[\.\s]', re.IGNORECASE)
|
| 90 |
else:
|
|
|
|
| 91 |
figure_caption_pattern = re.compile(r'^Figure\s+([A-Z0-9]+)[\.\s]', re.IGNORECASE)
|
| 92 |
|
| 93 |
incorrect_fig_captions = []
|
|
|
|
| 100 |
return len(incorrect_fig_captions) == 0, incorrect_fig_captions
|
| 101 |
|
| 102 |
def table_figure_reference_check(paragraphs, doc_type):
|
|
|
|
| 103 |
incorrect_table_figure_references = []
|
| 104 |
|
| 105 |
if doc_type in ["Advisory Circular", "Order"]:
|
|
|
|
| 106 |
incorrect_table_ref_pattern = re.compile(r'\bTable\s+\d+(?!-\d+)\b', re.IGNORECASE)
|
| 107 |
incorrect_figure_ref_pattern = re.compile(r'\bFigure\s+\d+(?!-\d+)\b', re.IGNORECASE)
|
| 108 |
else:
|
|
|
|
| 109 |
incorrect_table_ref_pattern = re.compile(r'\bTable\s+\d+(-\d+)?\b', re.IGNORECASE)
|
| 110 |
incorrect_figure_ref_pattern = re.compile(r'\bFigure\s+\d+(-\d+)?\b', re.IGNORECASE)
|
| 111 |
|
| 112 |
for paragraph in paragraphs:
|
| 113 |
paragraph_strip = paragraph.strip()
|
|
|
|
| 114 |
starts_with_table_or_figure = paragraph_strip.lower().startswith('table') or paragraph_strip.lower().startswith('figure')
|
| 115 |
if not starts_with_table_or_figure:
|
|
|
|
| 116 |
incorrect_tables = incorrect_table_ref_pattern.findall(paragraph)
|
| 117 |
if incorrect_tables:
|
| 118 |
incorrect_table_figure_references.extend(incorrect_tables)
|
|
|
|
| 119 |
incorrect_figures = incorrect_figure_ref_pattern.findall(paragraph)
|
| 120 |
if incorrect_figures:
|
| 121 |
incorrect_table_figure_references.extend(incorrect_figures)
|
| 122 |
|
|
|
|
| 123 |
return len(incorrect_table_figure_references) == 0, incorrect_table_figure_references
|
| 124 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 125 |
def double_period_check(paragraphs):
|
|
|
|
| 126 |
incorrect_sentences = []
|
| 127 |
|
| 128 |
for paragraph in paragraphs:
|
|
|
|
| 129 |
sentences = re.split(r'(?<=[.!?]) +', paragraph)
|
| 130 |
for sentence in sentences:
|
| 131 |
if sentence.endswith('..'):
|
| 132 |
+
incorrect_sentences.append(sentence.strip())
|
| 133 |
|
| 134 |
+
return len(incorrect_sentences) == 0, incorrect_sentences
|
| 135 |
|
| 136 |
def spacing_check(paragraphs):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 137 |
incorrect_spacing = []
|
|
|
|
|
|
|
| 138 |
doc_type_pattern = re.compile(r'(?<!\s)(AC|AD|CFR|FAA|N|SFAR)(\d+[-]?\d*)', re.IGNORECASE)
|
| 139 |
section_symbol_pattern = re.compile(r'(?<!\s)(§|§§)(\d+\.\d+)', re.IGNORECASE)
|
| 140 |
part_number_pattern = re.compile(r'(?<!\s)Part(\d+)', re.IGNORECASE)
|
| 141 |
paragraph_pattern = re.compile(r'(?<!\s)(\([a-z](?!\))|\([1-9](?!\)))', re.IGNORECASE)
|
| 142 |
double_space_pattern = re.compile(r'\s{2,}')
|
| 143 |
|
| 144 |
+
for paragraph in paragraphs:
|
| 145 |
+
if doc_type_pattern.search(paragraph) or \
|
| 146 |
+
section_symbol_pattern.search(paragraph) or \
|
| 147 |
+
part_number_pattern.search(paragraph) or \
|
| 148 |
+
paragraph_pattern.search(paragraph) or \
|
| 149 |
+
double_space_pattern.search(paragraph):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 150 |
incorrect_spacing.append(paragraph)
|
| 151 |
|
| 152 |
return len(incorrect_spacing) == 0, incorrect_spacing
|
| 153 |
|
| 154 |
def check_prohibited_phrases(paragraphs):
|
|
|
|
| 155 |
prohibited_phrases = [
|
| 156 |
r'\babove\b',
|
| 157 |
r'\bbelow\b',
|
|
|
|
| 217 |
return issues
|
| 218 |
|
| 219 |
def process_document(file_obj, doc_type, template_type):
|
|
|
|
| 220 |
try:
|
|
|
|
| 221 |
doc = Document(file_obj)
|
|
|
|
|
|
|
|
|
|
| 222 |
paragraphs = [para.text for para in doc.paragraphs]
|
|
|
|
|
|
|
| 223 |
required_headings = get_document_checks(doc_type, template_type).get("required_headings", [])
|
| 224 |
|
| 225 |
+
# Calls to each function with `paragraphs` as input
|
| 226 |
heading_valid, headings_found = heading_title_check(paragraphs, required_headings)
|
| 227 |
acronyms_valid, undefined_acronyms = acronym_check(paragraphs)
|
| 228 |
legal_valid, incorrect_legal_references = legal_check(paragraphs)
|
| 229 |
table_valid, incorrect_captions = table_caption_check(paragraphs, doc_type)
|
| 230 |
figure_valid, incorrect_fig_captions = figure_caption_check(paragraphs, doc_type)
|
| 231 |
references_valid, incorrect_table_figure_references = table_figure_reference_check(paragraphs, doc_type)
|
|
|
|
| 232 |
double_period_valid, incorrect_sentences = double_period_check(paragraphs)
|
| 233 |
spacing_valid, incorrect_spacing = spacing_check(paragraphs)
|
| 234 |
+
placeholder_issues = check_prohibited_phrases(paragraphs)
|
| 235 |
+
|
| 236 |
+
# Return all results
|
|
|
|
|
|
|
| 237 |
results = format_results_for_gradio(
|
| 238 |
+
heading_valid=heading_valid, headings_found=headings_found,
|
| 239 |
+
acronyms_valid=acronyms_valid, undefined_acronyms=undefined_acronyms,
|
| 240 |
+
legal_valid=legal_valid, incorrect_legal_references=incorrect_legal_references,
|
| 241 |
+
table_valid=table_valid, incorrect_captions=incorrect_captions,
|
| 242 |
+
figure_valid=figure_valid, incorrect_fig_captions=incorrect_fig_captions,
|
| 243 |
+
references_valid=references_valid, incorrect_table_figure_references=incorrect_table_figure_references,
|
| 244 |
+
double_period_valid=double_period_valid, incorrect_sentences=incorrect_sentences,
|
| 245 |
+
spacing_valid=spacing_valid, incorrect_spacing=incorrect_spacing,
|
| 246 |
+
placeholder_issues=placeholder_issues,
|
| 247 |
+
required_headings=required_headings, doc_type=doc_type
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 248 |
)
|
|
|
|
| 249 |
return results
|
|
|
|
| 250 |
except Exception as e:
|
| 251 |
print(f"Error in process_document: {str(e)}")
|
| 252 |
+
return f"An error occurred while processing the document: {str(e)}"
|
| 253 |
|
| 254 |
def get_document_checks(doc_type, template_type):
|
| 255 |
"""Return the required headings and other checks based on document type."""
|